Hard Fork

The Wirecutter Show: Tips for Using A.I. Smartly With Kevin Roose

December 30, 2025

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  • Kevin Roose, co-host of the *Hard Fork* podcast, is heavily invested in AI, using numerous paid subscription services daily for tasks ranging from email summarization to home repairs. 
  • The primary consumer uses for AI chatbots like ChatGPT are practical guidance (teaching/coaching), seeking information (as a Google replacement), and writing, though companionship is a significant, underappreciated use case, especially among teenagers. 
  • Users can significantly improve the quality and honesty of chatbot responses by setting custom instructions to mitigate sycophancy and preamble, as demonstrated by Kevin Roose's specific settings for Claude. 

Segments

Crossover Episode Introduction
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(00:34:36)
  • Key Takeaway: The Hard Fork episode features Kevin Roose from The Wirecutter Show discussing AI tips and products.
  • Summary: This special Tuesday episode of Hard Fork features Kevin Roose appearing on The Wirecutter Show to discuss AI usage strategies. The hosts mention that the episode is being shared with Hard Fork listeners because of the overlap in interest regarding consumer AI products. Kevin Roose also mentions his upcoming annual tech resolutions episode for Hard Fork.
Listener Desire for AI Reviews
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(00:03:46)
  • Key Takeaway: Listeners urgently need Wirecutter-style testing and guidance to determine which specific language models are best for different tasks.
  • Summary: A listener expresses desperation for Wirecutter to review and rank language models, similar to how they review physical products. This is necessary because users spend significant time and money testing various AI tools without clear guidance on their optimal use cases. The listener explicitly requests that Wirecutter apply its testing expertise to the rapidly changing AI landscape.
AI Use Cases and LLM Comparison
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(00:08:46)
  • Key Takeaway: Kevin Roose uses AI constantly, relying on Claude for creative/personal advice, Gemini for research, and Notebook LM for document querying related to his book on AGI.
  • Summary: Kevin Roose uses AI dozens of times daily, including summarizing personal emails via Cora. He notes that the top general uses for ChatGPT are practical guidance, information seeking, and writing, while technical users are using AI to orchestrate coding tasks. He differentiates his current LLM usage: Claude for emotional intelligence tasks, Gemini for large text research, and Notebook LM for querying his book research sources.
Prompting Tips and Custom Instructions
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(00:24:20)
  • Key Takeaway: To prevent chatbots from being overly flattering or pandering, users should implement custom instructions specifying a preference for honest feedback over sycophancy.
  • Summary: Chatbots often provide overly positive feedback unless explicitly instructed otherwise. Kevin Roose recommends setting custom instructions in models like Claude and ChatGPT to define desired behavior, such as requesting informal conversation, getting straight to the point, and valuing honest feedback over flattery. This technique helps tailor the AI’s persona and output style.
AI Impact on Consumer Shopping
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(00:28:02)
  • Key Takeaway: AI is already changing shopping habits, leading companies to focus on AI optimization strategies to ensure their products appear high in chatbot recommendations.
  • Summary: Kevin Roose uses chatbots to decide between products when Wirecutter reviews are unavailable, indicating a shift in consumer research behavior. There is a significant risk that AI companies will prioritize partners in search results, potentially cutting out traditional review sites like Wirecutter. Companies are actively hiring specialists to optimize their product pages for chatbot queries, similar to past SEO efforts.
AI in Physical Hardware
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(00:32:03)
  • Key Takeaway: AI hardware adoption lags behind software, with current examples like the enhanced Alexa failing basic functions, though translation AirPods show promise.
  • Summary: AI hardware is developing slower than software, and early products show mixed results; the new Alexa Plus failed at basic tasks like setting timers while adding complex features. Kevin Roose uses two robot vacuums, Bruce Roose and Bruce Roose Deuce (a Matic), despite the constant mess created by his children and shedding dogs. He anticipates more interesting hardware, such as the rumored OpenAI device with designer Johnny Ive.
Data Exchange for Free Services
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(00:34:23)
  • Key Takeaway: Free versions of AI chatbots primarily monetize users by utilizing their conversations to train future model generations, as advertising integration is not yet widespread.
  • Summary: For free AI services, user conversations are generally used to train subsequent versions of the model. Companies incentivize users to convert to paid subscriptions by limiting access to the most powerful models and message volume on the free tiers. Currently, advertising is not the primary revenue stream for these free offerings.
Guest’s Favorite Recent Purchase
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(00:37:28)
  • Key Takeaway: Kevin Roose purchased the Wirecutter’s top-recommended artificial Christmas tree, the National Tree Company seven and a half foot field real downswept Douglas, and found it delightful.
  • Summary: Kevin Roose followed Wirecutter’s recommendation and bought the top-ranked artificial Christmas tree. He purchased the National Tree Company seven and a half foot field real downswept Douglas model. He expressed satisfaction with the purchase, noting it brought extra joy to his home.